Deep learning based fingerprint presentation attack detection: A comprehensive Survey
H Li, R Ramachandra - arXiv preprint arXiv:2305.17522, 2023 - arxiv.org
The vulnerabilities of fingerprint authentication systems have raised security concerns when
adapting them to highly secure access-control applications. Therefore, Fingerprint …
adapting them to highly secure access-control applications. Therefore, Fingerprint …
Presentation attack detection with advanced cnn models for noncontact-based fingerprint systems
S Purnapatra, C Miller-Lynch, S Miner… - … on Biometrics and …, 2023 - ieeexplore.ieee.org
Touch-based fingerprint biometrics is one of the most popular biometric modalities with
applications in several fields. Problems associated with touch-based techniques such as the …
applications in several fields. Problems associated with touch-based techniques such as the …
A universal anti-spoofing approach for contactless fingerprint biometric systems
With the increasing integration of smartphones into our daily lives, fingerphotos are
becoming a potential contactless authentication method. While it offers convenience, it is …
becoming a potential contactless authentication method. While it offers convenience, it is …
Colfipad: A presentation attack detection benchmark for contactless fingerprint recognition
Contactless fingerprint recognition is an emerging biometric technology and Presentation
Attack Detection (PAD) methods are crucial to preserve system security. Convolutional …
Attack Detection (PAD) methods are crucial to preserve system security. Convolutional …
Recent Advancement in 3D Biometrics using Monocular Camera
A Mukherjee, A Das - 2023 IEEE International Joint Conference …, 2023 - ieeexplore.ieee.org
Recent literature has witnessed significant interest towards 3D biometrics employing
monocular vision for robust authentication methods. Motivated by this, in this work we seek …
monocular vision for robust authentication methods. Motivated by this, in this work we seek …
Contactless fingerprint biometric anti-spoofing: An unsupervised deep learning approach
B Adami, N Karimian - arXiv preprint arXiv:2311.04148, 2023 - arxiv.org
Contactless fingerprint recognition offers a higher level of user comfort and addresses
hygiene concerns more effectively. However, it is also more vulnerable to presentation …
hygiene concerns more effectively. However, it is also more vulnerable to presentation …
Liveness Detection Competition-Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint)
S Purnapatra, H Rezaie, B Jawade… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
Liveness Detection (LivDet) is an international competition series open to academia and
industry with the objective to assess and report state-of-the-art in Presentation Attack …
industry with the objective to assess and report state-of-the-art in Presentation Attack …
Towards contactless fingerprint presentation attack detection using algorithms from the contact-based domain
In this work, we investigate whether contact-based fingerprint Presentation Attack Detection
(PAD) methods can generalize to the contactless domain. To this end, we selected a state-of …
(PAD) methods can generalize to the contactless domain. To this end, we selected a state-of …
Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability
Contactless fingerprint recognition is an emerging biometric technology that has several
advantages over contact-based schemes, such as improved user acceptance and fewer …
advantages over contact-based schemes, such as improved user acceptance and fewer …
Veintr: robust end-to-end full-hand vein identification with transformer
Hand vein identification stands out to be an increasingly popular approach for biometric
identification due to its distinctiveness and convenience. While state-of-the-art techniques …
identification due to its distinctiveness and convenience. While state-of-the-art techniques …